8 open checks (4 failing) can be handed to an AI agent: D3, C2, C3, B2, B3, P2, E1, E3. Pick one route — each returns the full, check-by-check instructions.

Option A — Agent Skill (any runtime)

npx add-skill https://aiscan.site/aiscan-skill.json

Then ask your agent: “Fix the failing AI readiness checks for https://jaya9bangla.com/”.

Option B — Claude Code (CLAUDE.md)

curl -o CLAUDE.md https://aiscan.site/CLAUDE.md

Drop it in your project root, then ask Claude Code to fix the failing AIScan checks.

Option C — MCP client

https://aiscan.site/api/mcp

Tools: scan_website, get_fixes, get_grade. Call get_fixes { "url": "https://jaya9bangla.com/" }.

Option D — REST API

curl -s 'https://aiscan.site/api/public/scan?url=https%3A%2F%2Fjaya9bangla.com%2F'

Returns every check with its complete fix guide.

Verify: Re-scan at https://aiscan.site after applying fixes, or run npx aiscan-cli https://jaya9bangla.com/. Individual checks that need a specific probe list it in their own guide.

Quick Wins

Top 3 fixes ranked by score impact

01Fail
Explicit AI bot rules
+5 pts if fixed
Add explicit allow/deny rules for GPTBot, ClaudeBot, PerplexityBot, Google-Extended, etc.
See full details
02Fail
Correct 404 handling
+4 pts if fixed
Return a real HTTP 404 (not 200) for missing pages, with a body that names the site and links to your homepage, sitemap, and search so an agent can recover.
See full details
03Fail
Heading hierarchy & server-rendered text
+4 pts if fixed
Server-render your main copy and break it into a real heading outline (one h1, then descriptive h2/h3 sections). Agents that don't execute JavaScript only see the HTML you ship.
See full details

Hand-off prompt for your coding agent8 issues

# Agent-readiness remediation brief

Site: https://jaya9bangla.com/
Platform: unknown (0% confidence)
AIScan score: 57/100 — Level 3 (Governed)
Rubric: v2026.08.2

## Failing checks (sorted by weight)
- **[C2] /llms.txt** — PARTIAL
  - Evidence: 200 OK, 27673 bytes
  - Fix: Publish /llms.txt per llmstxt.org with an H1, summary, and ## sections of markdown links.
- **[B2] Explicit AI bot rules** — FAIL
  - Evidence: 0 known AI agent(s) addressed in robots.txt
  - Fix: Add explicit allow/deny rules for GPTBot, ClaudeBot, PerplexityBot, Google-Extended, etc.
- **[P2] MCP Server Card** — PARTIAL
  - Evidence: HTTP 200
  - Fix: Optional: publish /.well-known/mcp/server-card.json if you expose an MCP server.
- **[C3] Structured HTML (title, meta, JSON-LD, single H1)** — PARTIAL
  - Evidence: h1: 0, title: true, meta description: false, JSON-LD: false
  - Fix: Ensure a single <h1>, <title>, meta description, and schema.org JSON-LD.
- **[E1] Correct 404 handling** — FAIL
  - Evidence: GET /aiscan-404-probe-q6k9mt → HTTP 200 (soft 404 — returns 200 for a missing page), 27673 bytes, text/html
  - Fix: Return a real HTTP 404 (not 200) for missing pages, with a body that names the site and links to your homepage, sitemap, and search so an agent can recover.
- **[E3] Heading hierarchy & server-rendered text** — FAIL
  - Evidence: 31 words of server-rendered text, 0 <h2>, 0 <h3>
  - Fix: Server-render your main copy and break it into a real heading outline (one h1, then descriptive h2/h3 sections). Agents that don't execute JavaScript only see the HTML you ship.
- **[D3] Link header for discovery** — FAIL
  - Evidence: no Link header or <link> tag
  - Fix: Add a Link response header or HTML <link rel="api-catalog"|"describedby"> tag.
- **[B3] Web Bot Auth key directory** — PARTIAL
  - Evidence: HTTP 200
  - Fix: Optional: serve a JWKS-style key directory at /.well-known/http-message-signatures-directory.

## General guidance
- Static-first: `robots.txt`, `llms.txt`, `/.well-known/*` JSON cards.
- Markdown negotiation: serve `text/markdown` when requested via `Accept` header or `?format=md`.
- Bot access: explicit allow/deny per AI user-agent (GPTBot, ClaudeBot, PerplexityBot, Google-Extended, Applebot-Extended, Bytespider, Amazonbot, CCBot, meta-externalagent, cohere-ai, Diffbot).
- Capabilities: publish an MCP server card and (optionally) an Agent Skills manifest even if the runtime isn't live — discovery first.
- Re-scan at aiscan.site after deploying.

How this score is calculated

Every check earns points against a weight. We divide the points you earned by the points that actually apply to a site like yours — so checks that don't apply never drag you down.

Essential

15 / 31 pts

Baseline every site should meet.

Recommended

11 / 17 pts

Strong signals most sites benefit from.

Bonus earned

4 signals

Emerging standards. Can only add points.

Not counted (4): B1, P4, E2, E5 — either not applicable to this site profile or optional and not yet adopted. Expand any check to see the exact evidence we based it on.

Discoverability

Can agents find your pages? robots, sitemaps, llms.txt.

Your site is missing this right now, so AI agents can't use it. The fix below is what to change.
ID · D3
What we found
no Link header or <link> tag
Measured against
RFC 8288 — Web Linking RFC 9727 — API catalog link relation
How to fix it
Add a Link response header or HTML <link rel="api-catalog"|"describedby"> tag.
Add a Link response header
Set this header on your homepage and/or root document. Most CDNs (Cloudflare, Vercel, Netlify) support response-header rules.
Example
Link: </.well-known/api-catalog>; rel="api-catalog"
Fix in ChatGPT Fix in Claude
Your site is missing this right now, so AI agents can't use it. The fix below is what to change.
ID · E1
What we found
GET /aiscan-404-probe-q6k9mt → HTTP 200 (soft 404 — returns 200 for a missing page), 27673 bytes, text/html
Measured against
RFC 9110 §15.5.5 — 404 Not Found Google Search Central — soft 404s
How to fix it
Return a real HTTP 404 (not 200) for missing pages, with a body that names the site and links to your homepage, sitemap, and search so an agent can recover.
Return a real 404 status
A missing page must answer 404 (or 410), never 200. A soft 404 makes agents index your error page as real content.
Make the body recoverable
The 404 body should name the site and link to the homepage, sitemap, docs, and search so an agent can find its way back instead of dead-ending.
Verify
curl -sI https://yoursite.com/this-page-does-not-exist-123 | head -n 1
Fix in ChatGPT Fix in Claude

Content

Can agents read your content cleanly? Markdown, structured data.

121

Your site is missing this right now, so AI agents can't use it. The fix below is what to change.
ID · E3
What we found
31 words of server-rendered text, 0 <h2>, 0 <h3>
Measured against
HTML Living Standard — headings and outlines WCAG 2.2 SC 1.3.1 — Info and Relationships
How to fix it
Server-render your main copy and break it into a real heading outline (one h1, then descriptive h2/h3 sections). Agents that don't execute JavaScript only see the HTML you ship.
Server-render your main copy
Agents that don't execute JavaScript see only the HTML you ship. Aim for at least 150 words of real, server-rendered text on the homepage.
Use a real heading outline
One <h1> for the page topic, then descriptive <h2> sections and <h3> sub-sections. Don't fake headings with styled <div>s.
Verify what a crawler sees
curl -s https://yoursite.com/ | sed 's/<[^>]*>/ /g' | tr -s ' ' | head -c 800
Fix in ChatGPT Fix in Claude

Bot Access

Are AI crawlers explicitly allowed or blocked?

Your site is missing this right now, so AI agents can't use it. The fix below is what to change.
ID · B2
What we found
0 known AI agent(s) addressed in robots.txt
Measured against
RFC 9309 — Robots Exclusion Protocol Google-Extended documentation
How to fix it
Add explicit allow/deny rules for GPTBot, ClaudeBot, PerplexityBot, Google-Extended, etc.
Add explicit User-agent blocks
Don't rely on User-agent: * alone. Address each major AI crawler so your policy is unambiguous.
Recommended block
User-agent: GPTBot Allow: / User-agent: ClaudeBot Allow: / User-agent: PerplexityBot Allow: / User-agent: Google-Extended Allow: / User-agent: Applebot-Extended Allow: /
Fix in ChatGPT Fix in Claude

Capabilities

Can agents do things? APIs, auth, MCP, Agent Skills.

Showcase your grade

Embed your AIScan badge

Drop this badge into your site footer, GitHub README, or docs. It links back to a fresh scan of jaya9bangla.com on AIScan.site.

HTML

<!-- AIScan.site agent-readiness badge -->
<a href="https://aiscan.site/?u=https%3A%2F%2Fjaya9bangla.com%2F" target="_blank" rel="noopener" title="Agent-Readiness Grade C (57/100) — AIScan.site">
  <img src="https://aiscan.site/api/public/badge.svg?score=57&grade=C&host=jaya9bangla.com" alt="AIScan.site Grade C — 57/100" width="240" height="64" loading="lazy" />
</a>

Markdown

[![AIScan.site Grade C — 57/100](https://aiscan.site/api/public/badge.svg?score=57&grade=C&host=jaya9bangla.com)](https://aiscan.site/?u=https%3A%2F%2Fjaya9bangla.com%2F)

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Is jaya9bangla.com AI agent ready? C · 57/100

jaya9bangla.com

Fix automatically with AIScan

Quick Wins

Explicit AI bot rules

Correct 404 handling

Heading hierarchy & server-rendered text

How this score is calculated

robots.txt present & sane

XML sitemap

Link header for discovery

Add a Link response header

Example

Correct 404 handling

Return a real 404 status

Make the body recoverable

Verify

HTTPS & canonical host

Markdown content negotiation

/llms.txt

Structured HTML (title, meta, JSON-LD, single H1)

Heading hierarchy & server-rendered text

Server-render your main copy

Use a real heading outline

Verify what a crawler sees

Content Signals in robots.txt

Explicit AI bot rules

Add explicit User-agent blocks

Recommended block

Web Bot Auth key directory

API Catalog (RFC 9727)

MCP Server Card

Agent Skills index

OAuth discovery metadata

Machine-readable API description

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Automate your AI-readiness

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